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                <div id="site-name"><a href="../../sphinx_pages/build/html/index.html">Shark machine learning library</a></div>
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  <div class="headertitle"><div class="title">shark::KernelSGDTrainer&lt; InputType, CacheType &gt; Member List</div></div>
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<p>This is the complete list of members for <a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a>, including all inherited members.</p>
<table class="directory">
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_i_serializable.html#a4560a94e8f4908fe8627e41e7d965735">BOOST_SERIALIZATION_SPLIT_MEMBER</a>()</td><td class="entry"><a class="el" href="classshark_1_1_i_serializable.html">shark::ISerializable</a></td><td class="entry"></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a442f481e2e8f97156994ed478ec5d91f">C</a>() const</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#ac0183963a7f82e77ba7333666e05f895">cacheSize</a>() const</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a5488cda990c715d893dfba057fa88b40">ClassifierType</a> typedef</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a74cd4fda9509abea240aa92b0475cd19">ConstBatchInputReference</a> typedef</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_abstract_trainer.html#aa4730fe9d59622d35d95cd4233f8d7af">DatasetType</a> typedef</td><td class="entry"><a class="el" href="classshark_1_1_abstract_trainer.html">shark::AbstractTrainer&lt; KernelClassifier&lt; InputType &gt; &gt;</a></td><td class="entry"></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#ae7b9d884f5389bad153a8d9780cd494f">epochs</a>() const</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_abstract_trainer.html#a0cfa7cdd27b8bb162e64188095f8fa71">InputType</a> typedef</td><td class="entry"><a class="el" href="classshark_1_1_abstract_trainer.html">shark::AbstractTrainer&lt; KernelClassifier&lt; InputType &gt; &gt;</a></td><td class="entry"></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a5f52c070bb985c7bf1f7063c7b4c695a">isUnconstrained</a>() const</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#ade8ab81af9b2934ae72b442b8c98e9d5">kernel</a>()</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#ae8547043f53fd4f9a0fabbc0b30633e6">kernel</a>() const</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a65ceba570e60a98afd4669f648332674">KernelMatrixType</a> typedef</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#adc23910b5eddd9a8190fe796ff9291f4">KernelSGDTrainer</a>(KernelType *kernel, const LossType *loss, double C, bool offset, bool unconstrained=false, size_t cacheSize=0x4000000)</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a606dc86cf240c1fe43791df0ce24998e">KernelType</a> typedef</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_abstract_trainer.html#aa4e344106831fb8227c2120681588ea9">LabelType</a> typedef</td><td class="entry"><a class="el" href="classshark_1_1_abstract_trainer.html">shark::AbstractTrainer&lt; KernelClassifier&lt; InputType &gt; &gt;</a></td><td class="entry"></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_i_serializable.html#abdda0c5b8e065b8afbac2cba8f58e841">load</a>(InArchive &amp;archive, unsigned int version)</td><td class="entry"><a class="el" href="classshark_1_1_i_serializable.html">shark::ISerializable</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#afcfe228a0df389b8f56733d0e9ec90dc">LossType</a> typedef</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a374547615c259b8b19ca846fac2a9753">m_C</a></td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a3266b159eb84e746be2d35ff719c26bd">m_cacheSize</a></td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a0230c6c90039fd6dbc20dd5192c69c8b">m_epochs</a></td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#ada7a1e197b8d2721ac531c68988dfd17">m_kernel</a></td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#ada9d9dbb9f3abd4cbf09c53e0bb92fd6">m_loss</a></td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a2222af2e7de2a6c68b18678f0fff1cff">m_offset</a></td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#acc37f18ac6b0d7bf0a526f960ad4c4b6">m_unconstrained</a></td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">protected</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a438d0be0a607dac285103e8a264705ae">ModelType</a> typedef</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a5adb31bcd362569c1e123a6325329be9">name</a>() const</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a9acfcaf7fee65d405706e35c16d43bb0">numberOfParameters</a>() const</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#ab9e4920082ba0a7a88a9589d82024326">parameterVector</a>() const</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_i_parameterizable.html#a2ad5e2e60b2b352988b41f46024d790b">ParameterVectorType</a> typedef</td><td class="entry"><a class="el" href="classshark_1_1_i_parameterizable.html">shark::IParameterizable&lt; VectorType &gt;</a></td><td class="entry"></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#adf916f6e4f7e0593ba14ef630f9a449d">PartlyPrecomputedMatrixType</a> typedef</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a6097a25678eae9b9152d2b906157dea8">QpFloatType</a> typedef</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_i_serializable.html#ad4ad9a7c274deff642f91e98417fbc63">read</a>(InArchive &amp;archive)</td><td class="entry"><a class="el" href="classshark_1_1_i_serializable.html">shark::ISerializable</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_i_serializable.html#a5bf66fa8db15cc529bec98976a2f5255">save</a>(OutArchive &amp;archive, unsigned int version) const</td><td class="entry"><a class="el" href="classshark_1_1_i_serializable.html">shark::ISerializable</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a7b5805e9aedbf6a043c19aa802255837">setC</a>(double value)</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#ab17a0f3738e21dc766e74cfd6e8e05ff">setCacheSize</a>(std::size_t size)</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#acc7519d465974fcbb2c059debcedcc8e">setEpochs</a>(std::size_t value)</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#ac9b2d2d0ca5dc5bdf44194d1cbffe607">setKernel</a>(KernelType *kernel)</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a60e89b698e5ff7d10ad7c613e369f0ac">setParameterVector</a>(RealVector const &amp;newParameters)</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a31c7513f29d280ad3165d18100962391">train</a>(ClassifierType &amp;classifier, const LabeledData&lt; InputType, unsigned int &gt; &amp;dataset)</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_abstract_trainer.html#a71d3fd2567473d746ecb733d7fa28c7e">AbstractTrainer&lt; KernelClassifier&lt; InputType &gt; &gt;::train</a>(ModelType &amp;model, DatasetType const &amp;dataset)=0</td><td class="entry"><a class="el" href="classshark_1_1_abstract_trainer.html">shark::AbstractTrainer&lt; KernelClassifier&lt; InputType &gt; &gt;</a></td><td class="entry"><span class="mlabel">pure virtual</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html#a09fa50917fb4f3deda0e6b0c29977d07">trainOffset</a>() const</td><td class="entry"><a class="el" href="classshark_1_1_kernel_s_g_d_trainer.html">shark::KernelSGDTrainer&lt; InputType, CacheType &gt;</a></td><td class="entry"><span class="mlabel">inline</span></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_i_serializable.html#a9bddedd42933c922e323b73131f62f12">write</a>(OutArchive &amp;archive) const</td><td class="entry"><a class="el" href="classshark_1_1_i_serializable.html">shark::ISerializable</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_i_nameable.html#a877dbdfc6b58ea836495143cea44a98c">~INameable</a>()</td><td class="entry"><a class="el" href="classshark_1_1_i_nameable.html">shark::INameable</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
  <tr class="odd"><td class="entry"><a class="el" href="classshark_1_1_i_parameterizable.html#a9e3a11172e74d1aa7292f3de4e2b6ebc">~IParameterizable</a>()</td><td class="entry"><a class="el" href="classshark_1_1_i_parameterizable.html">shark::IParameterizable&lt; VectorType &gt;</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
  <tr class="even"><td class="entry"><a class="el" href="classshark_1_1_i_serializable.html#a7baa9ce108d7278822297ce15882782a">~ISerializable</a>()</td><td class="entry"><a class="el" href="classshark_1_1_i_serializable.html">shark::ISerializable</a></td><td class="entry"><span class="mlabel">inline</span><span class="mlabel">virtual</span></td></tr>
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